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Analysis of Electricity Consumption Profiles
Renewable energy sources are transforming the electricity market and forcing electricity companies to reevaluate their policies for charging their customer. However, potential policy changes should be based on a thorough understanding of the customers’ current behaviors. Here, we used a technique called UMAP to group customers with similar consumption profiles. The analysis revealed five smaller customer groups with distinctive consumption profiles and a large group where the customers’ consumption profiles changed gradually, primarily from yearly to daily variations. The found groups were relevant for understanding the customers’ profile costs, that is, whether a customer uses electricity when it is cheap or expensive
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